flink on yarn 集群模式启动报错及解决方案汇总

墨蓝 2022-05-29 04:56 2102阅读 0赞

注意：想要使用flink on yarn 模式，需要确保hadoop集群启动成功，并且需要在yarn的某一个节点上面执行flink on yarn的脚本

*  没有启动hadoop集群，执行flink的bin/yarn-session.sh脚本会报下面错误  
    脚本会一直卡在这里，一直输出重试日志，连不上resoucemanager，说明hadoop集群每启动  
    2018-03-17 12:30:09,231 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)  
      
    解决方案：启动hadoop集群即可

2018-03-17 12:30:08,062 INFO  org.apache.hadoop.yarn.client.RMProxy                         - Connecting to ResourceManager at /0.0.0.0:8032
    2018-03-17 12:30:09,231 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
    2018-03-17 12:30:10,234 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
    2018-03-17 12:30:11,235 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
    2018-03-17 12:30:12,238 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 3 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
    2018-03-17 12:30:13,240 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
    2018-03-17 12:30:14,247 INFO  org.apache.hadoop.ipc.Client                                  - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)

*  ./bin/yarn-session.sh -n 1 -jm 1024 -tm 1024  启动失败  
    经测试发现，是由于分配的内存太大导致的，把分配的内存调小，尝试改为800 即可正常启动  
      
    这个报错是虚拟内存超出限制，有可能你用的是虚拟机或者你们的服务器也是虚拟化出来的，可能就会报这个错误  
    这是因为有虚拟内存的设置，而使用的过程中超出了虚拟内存的限制，所以报错  
    解决办法：  
    在etc/hadoop/yarn-site.xml文件中，修改检查虚拟内存的属性为false，如下：  
     
    
        <property>  
            <name>yarn.nodemanager.vmem-check-enabled</name>  
            <value>false</value>  
        </property>
    
    具体报错日志信息  
     
    
        2018-03-17 21:50:10,456 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Disassociated] 
        2018-03-17 21:50:21,680 WARN  org.apache.flink.yarn.cli.FlinkYarnSessionCli                 - Could not retrieve the current cluster status. Skipping current retrieval attempt ...
        java.lang.RuntimeException: Unable to get ClusterClient status from Application Client
                at org.apache.flink.yarn.YarnClusterClient.getClusterStatus(YarnClusterClient.java:253)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.runInteractiveCli(FlinkYarnSessionCli.java:443)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:720)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:514)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:511)
                at java.security.AccessController.doPrivileged(Native Method)
                at javax.security.auth.Subject.doAs(Subject.java:422)
                at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1698)
                at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:511)
        Caused by: org.apache.flink.util.FlinkException: Could not connect to the leading JobManager. Please check that the JobManager is running.
                at org.apache.flink.client.program.ClusterClient.getJobManagerGateway(ClusterClient.java:862)
                at org.apache.flink.yarn.YarnClusterClient.getClusterStatus(YarnClusterClient.java:248)
                ... 9 more
        Caused by: org.apache.flink.runtime.leaderretrieval.LeaderRetrievalException: Could not retrieve the leader gateway.
                at org.apache.flink.runtime.util.LeaderRetrievalUtils.retrieveLeaderGateway(LeaderRetrievalUtils.java:79)
                at org.apache.flink.client.program.ClusterClient.getJobManagerGateway(ClusterClient.java:857)
                ... 10 more
        Caused by: java.util.concurrent.TimeoutException: Futures timed out after [10000 milliseconds]
                at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:223)
                at scala.concurrent.impl.Promise$DefaultPromise.result(Promise.scala:227)
                at scala.concurrent.Await$$anonfun$result$1.apply(package.scala:190)
                at scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53)
                at scala.concurrent.Await$.result(package.scala:190)
                at scala.concurrent.Await.result(package.scala)
                at org.apache.flink.runtime.util.LeaderRetrievalUtils.retrieveLeaderGateway(LeaderRetrievalUtils.java:77)
                ... 11 more
        2018-03-17 21:50:21,691 WARN  org.apache.flink.yarn.YarnClusterClient                       - YARN reported application state FAILED
        2018-03-17 21:50:21,692 WARN  org.apache.flink.yarn.YarnClusterClient                       - Diagnostics: Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
        For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
        Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
        Dump of the process-tree for container_1521277661809_0006_01_000001 :
                |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
                |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
                |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
        
        
        Container killed on request. Exit code is 143
        Container exited with a non-zero exit code 143
        Failing this attempt. Failing the application.
        The YARN cluster has failed
        2018-03-17 21:50:21,693 INFO  org.apache.flink.yarn.YarnClusterClient                       - Sending shutdown request to the Application Master
        2018-03-17 21:50:21,695 WARN  org.apache.flink.yarn.YarnClusterClient                       - YARN reported application state FAILED
        2018-03-17 21:50:21,695 WARN  org.apache.flink.yarn.YarnClusterClient                       - Diagnostics: Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
        For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
        Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
        Dump of the process-tree for container_1521277661809_0006_01_000001 :
                |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
                |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
                |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
        
        
        Container killed on request. Exit code is 143
        Container exited with a non-zero exit code 143
        Failing this attempt. Failing the application.
        2018-03-17 21:50:21,697 INFO  org.apache.flink.yarn.ApplicationClient                       - Sending StopCluster request to JobManager.
        2018-03-17 21:50:21,726 WARN  akka.remote.transport.netty.NettyTransport                    - Remote connection to [null] failed with java.net.ConnectException: Connection refused: hadoop100/192.168.99.100:55053
        2018-03-17 21:50:21,733 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Association failed with [akka.tcp://flink@hadoop100:55053]] Caused by: [Connection refused: hadoop100/192.168.99.100:55053]
        2018-03-17 21:50:31,707 WARN  org.apache.flink.yarn.YarnClusterClient                       - Error while stopping YARN cluster.
        java.util.concurrent.TimeoutException: Futures timed out after [10000 milliseconds]
                at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:223)
                at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:157)
                at scala.concurrent.Await$$anonfun$ready$1.apply(package.scala:169)
                at scala.concurrent.Await$$anonfun$ready$1.apply(package.scala:169)
                at scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53)
                at scala.concurrent.Await$.ready(package.scala:169)
                at scala.concurrent.Await.ready(package.scala)
                at org.apache.flink.yarn.YarnClusterClient.shutdownCluster(YarnClusterClient.java:377)
                at org.apache.flink.yarn.YarnClusterClient.finalizeCluster(YarnClusterClient.java:347)
                at org.apache.flink.client.program.ClusterClient.shutdown(ClusterClient.java:263)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.runInteractiveCli(FlinkYarnSessionCli.java:466)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:720)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:514)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:511)
                at java.security.AccessController.doPrivileged(Native Method)
                at javax.security.auth.Subject.doAs(Subject.java:422)
                at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1698)
                at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
                at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:511)
        2018-03-17 21:50:31,711 INFO  org.apache.flink.yarn.YarnClusterClient                       - Deleted Yarn properties file at /tmp/.yarn-properties-root
        2018-03-17 21:50:31,881 INFO  org.apache.flink.yarn.YarnClusterClient                       - Application application_1521277661809_0006 finished with state FAILED and final state FAILED at 1521294610146
        2018-03-17 21:50:31,882 WARN  org.apache.flink.yarn.YarnClusterClient                       - Application failed. Diagnostics Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
        For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
        Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
        Dump of the process-tree for container_1521277661809_0006_01_000001 :
                |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
                |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
                |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
        
        
        Container killed on request. Exit code is 143
        Container exited with a non-zero exit code 143
        Failing this attempt. Failing the application.
        2018-03-17 21:50:31,884 WARN  org.apache.flink.yarn.YarnClusterClient                       - If log aggregation is activated in the Hadoop cluster, we recommend to retrieve the full application log using this command:
                yarn logs -applicationId application_1521277661809_0006
        (It sometimes takes a few seconds until the logs are aggregated)
        2018-03-17 21:50:31,885 INFO  org.apache.flink.yarn.YarnClusterClient                       - YARN Client is shutting down
        2018-03-17 21:50:31,909 INFO  org.apache.flink.yarn.ApplicationClient                       - Stopped Application client.
        2018-03-17 21:50:31,911 INFO  org.apache.flink.yarn.ApplicationClient                       - Disconnect from JobManager Actor[akka.tcp://flink@hadoop100:55053/user/jobmanager#119148826].
        2018-03-17 21:50:31,916 INFO  akka.remote.RemoteActorRefProvider$RemotingTerminator         - Shutting down remote daemon.
        2018-03-17 21:50:31,926 WARN  akka.remote.transport.netty.NettyTransport                    - Remote connection to [null] failed with java.net.ConnectException: Connection refused: hadoop100/192.168.99.100:55053
        2018-03-17 21:50:31,935 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Association failed with [akka.tcp://flink@hadoop100:55053]] Caused by: [Connection refused: hadoop100/192.168.99.100:55053]
        2018-03-17 21:50:31,935 INFO  akka.remote.RemoteActorRefProvider$RemotingTerminator         - Remote daemon shut down; proceeding with flushing remote transports.
        2018-03-17 21:50:34,979 INFO  org.apache.flink.yarn.cli.FlinkYarnSessionCli                 - Stopping interactive command line interface, YARN cluster has been stopped.

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